Cargando…

Using Convolutional Neural Networks to Derive Neighborhood Built Environments from Google Street View Images and Examine Their Associations with Health Outcomes

Built environment neighborhood characteristics are difficult to measure and assess on a large scale. Consequently, there is a lack of sufficient data that can help us investigate neighborhood characteristics as structural determinants of health on a national level. The objective of this study is to...

Descripción completa

Detalles Bibliográficos
Autores principales:	Yue, Xiaohe, Antonietti, Anne, Alirezaei, Mitra, Tasdizen, Tolga, Li, Dapeng, Nguyen, Leah, Mane, Heran, Sun, Abby, Hu, Ming, Whitaker, Ross T., Nguyen, Quynh C.
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2022
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9564970/ https://www.ncbi.nlm.nih.gov/pubmed/36231394 http://dx.doi.org/10.3390/ijerph191912095

Ejemplares similares

Google Street View Images as Predictors of Patient Health Outcomes, 2017–2019
por: Nguyen, Quynh C., et al.
Publicado: (2022)

Google Street View-Derived Neighborhood Characteristics in California Associated with Coronary Heart Disease, Hypertension, Diabetes
por: Nguyen, Thu T., et al.
Publicado: (2021)

Health and the built environment in United States cities: measuring associations using Google Street View-derived indicators of the built environment
por: Keralis, Jessica M., et al.
Publicado: (2020)

Using Google Street View to examine associations between built environment characteristics and U.S. health outcomes
por: Nguyen, Quynh C., et al.
Publicado: (2019)

Using 164 Million Google Street View Images to Derive Built Environment Predictors of COVID-19 Cases
por: Nguyen, Quynh C., et al.
Publicado: (2020)

Google Street View Derived Built Environment Indicators and Associations with State-Level Obesity, Physical Activity, and Chronic Disease Mortality in the United States
por: Phan, Lynn, et al.
Publicado: (2020)

Association of Neighborhood Racial and Ethnic Composition and Historical Redlining With Built Environment Indicators Derived From Street View Images in the US
por: Yang, Yukun, et al.
Publicado: (2023)

Measuring Perceived Psychological Stress in Urban Built Environments Using Google Street View and Deep Learning
por: Han, Xin, et al.
Publicado: (2022)

MAPCERN links to Google Street View
por: Matilda Heron
Publicado: (2015)

Using deep learning and Google Street View to estimate the demographic makeup of neighborhoods across the United States
por: Gebru, Timnit, et al.
Publicado: (2017)

Using google street view for systematic observation of the built environment: analysis of spatio-temporal instability of imagery dates
por: Curtis, Jacqueline W, et al.
Publicado: (2013)

Neighbourhood looking glass: 360º automated characterisation of the built environment for neighbourhood effects research
por: Nguyen, Quynh C, et al.
Publicado: (2018)

Alcohol in urban streetscapes: a comparison of the use of Google Street View and on-street observation
por: Clews, Chris, et al.
Publicado: (2016)

Built Environment Features Obtained from Google Street View Are Associated with Coronary Artery Disease Prevalence: A Deep-Learning Framework
por: Chen, Zhuo, et al.
Publicado: (2023)

Leveraging 13 million responses to the Facebook COVID-19 Trends and Impact Survey to examine vaccine hesitancy, vaccination, and mask wearing, January 2021-February 2022
por: Nguyen, Quynh C., et al.
Publicado: (2022)

Leveraging 13 million responses to the U.S. COVID-19 Trends and Impact Survey to examine vaccine hesitancy, vaccination, and mask wearing, January 2021-February 2022
por: Nguyen, Quynh C., et al.
Publicado: (2022)

Neighborhood conditions in a Swedish context-Two studies of reliability and validity of virtual systematic social observation using Google Street View
por: Clausén Gull, Ingela, et al.
Publicado: (2023)

High-resolution mapping of traffic related air pollution with Google street view cars and incidence of cardiovascular events within neighborhoods in Oakland, CA
por: Alexeeff, Stacey E., et al.
Publicado: (2018)

Assessing Google Street View Image Availability in Latin American Cities
por: Fry, Dustin, et al.
Publicado: (2020)

Smokefree signage at children’s playgrounds: Field observations and comparison with Google Street View
por: Thomson, George, et al.
Publicado: (2017)

Assessing streetscape greenery with deep neural network using Google Street View
por: Kameoka, Taishin, et al.
Publicado: (2022)

Developing and testing a street audit tool using Google Street View to measure environmental supportiveness for physical activity
por: Griew, Pippa, et al.
Publicado: (2013)

A Multistate Study on Housing Factors Influential to Heat-Related Illness in the United States
por: Hu, Ming, et al.
Publicado: (2022)

Estimating city-level travel patterns using street imagery: A case study of using Google Street View in Britain
por: Goel, Rahul, et al.
Publicado: (2018)

Examination of the Public’s Reaction on Twitter to the Over-Turning of Roe v Wade and Abortion Bans
por: Mane, Heran, et al.
Publicado: (2022)

Assessing the Impact of Street-View Greenery on Fear of Neighborhood Crime in Guangzhou, China
por: Jing, Fengrui, et al.
Publicado: (2021)

Real-Time Navigation in Google Street View((®)) Using a Motor Imagery-Based BCI
por: Yang, Liuyin, et al.
Publicado: (2023)

The neighborhood built environment and COVID-19 hospitalizations
por: Rigolon, Alessandro, et al.
Publicado: (2023)

Social Network Analysis on the Mobility of Three Vulnerable Population Subgroups: Domestic Workers, Flight Crews, and Sailors during the COVID-19 Pandemic in Hong Kong
por: Yu, Weijun, et al.
Publicado: (2022)

Assessing Species Habitat Using Google Street View: A Case Study of Cliff-Nesting Vultures
por: Olea, Pedro P., et al.
Publicado: (2013)

Assessing Species Distribution Using Google Street View: A Pilot Study with the Pine Processionary Moth
por: Rousselet, Jérôme, et al.
Publicado: (2013)

Deep mapping gentrification in a large Canadian city using deep learning and Google Street View
por: Ilic, Lazar, et al.
Publicado: (2019)

Virtual audits of the urban streetscape: comparing the inter-rater reliability of GigaPan® to Google Street View
por: Bromm, Katherine N., et al.
Publicado: (2020)

Built Environment and Physical Functioning in Hispanic Elders: The Role of “Eyes on the Street”
por: Brown, Scott C., et al.
Publicado: (2008)

Examining the Built Environment for Healthy Living via Virtual Street Audits
por: Fifolt, Matthew, et al.
Publicado: (2022)

Neighborhood sampling: how many streets must an auditor walk?
por: McMillan, Tracy E, et al.
Publicado: (2010)

Using Deep Learning to Identify Utility Poles with Crossarms and Estimate Their Locations from Google Street View Images
por: Zhang, Weixing, et al.
Publicado: (2018)

Physical environment features that predict outdoor active play can be measured using Google Street View images
por: Boyes, Randy, et al.
Publicado: (2023)

Examining Twitter-Derived Negative Racial Sentiment as Indicators of Cultural Racism: Observational Associations With Preterm Birth and Low Birth Weight Among a Multiracial Sample of Mothers, 2011-2021
por: Nguyen, Thu T, et al.
Publicado: (2023)

Optimizing Scoring and Sampling Methods for Assessing Built Neighborhood Environment Quality in Residential Areas
por: Adu-Brimpong, Joel, et al.
Publicado: (2017)

Cannot write session to /tmp/vufind_sessions/sess_8anm2hfktf2k0a90vqnvd4cg52